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Claudia Mazo
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Year
Current Challenges and Future Opportunities for XAI in Machine Learning-Based Clinical Decision Support Systems: A Systematic Review
AM Antoniadi, Y Du, Y Guendouz, L Wei, C Mazo, BA Becker, C Mooney
Applied Sciences 11 (11), 2021
2822021
Clinical decision support systems in breast cancer: a systematic review
C Mazo, C Kearns, C Mooney, WM Gallagher
Cancers 12 (2), 369, 2020
732020
Transfer learning for classification of cardiovascular tissues in histological images
C Mazo, J Bernal, M Trujillo, E Alegre
Computer methods and programs in biomedicine 165, 69-76, 2018
682018
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 17th Iberoamerican Congress, CIARP 2012, Buenos Aires, Argentina, September 3-6, 2012 …
L Alvarez, M Mejail, L Gomez, J Jacobo
Springer, 2012
492012
Classification of cardiovascular tissues using LBP based descriptors and a cascade SVM
C Mazo, E Alegre, M Trujillo
Computer methods and programs in biomedicine 147, 1-10, 2017
362017
Future of biomarker evaluation in the realm of artificial intelligence algorithms: application in improved therapeutic stratification of patients with breast and prostate cancer
J Fitzgerald, D Higgins, C Mazo Vargas, W Watson, C Mooney, A Rahman, ...
Journal of Clinical Pathology, 2021
222021
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 19th Iberoamerican Congress, CIARP 2014, Puerto Vallarta, Mexico, November 2-5, 2014 …
E Bayro-Corrochano, E Hancock
Springer, 2014
202014
Transparency of Artificial Intelligence in Healthcare: Insights from Professionals in Computing and Healthcare Worldwide
J Bernal, M Claudia
Applied Science 12 (20), 19, 2022
162022
Multi-Gene Prognostic Signatures and Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy in ER-positive, HER2-negative Breast Cancer Patients
CMWMG C. Mazo, S. Barron
Cancers 12 (5), 1133, 2020
152020
Automatic classification of non-informative frames in colonoscopy videos using texture analysis
C Ballesteros, M Trujillo, C Mazo, D Chaves, J Hoyos
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2017
132017
MRI and CT Fusion in Stereotactic Electroencephalography: A Literature Review
J Perez, C Mazo, M Trujillo, A Herrera
Applied Sciences 11 (12), 2021
112021
A histological ontology of the human cardiovascular system
C Mazo, L Salazar, O Corcho, M Trujillo, E Alegre
Journal of Biomedical Semantics 8 (1), 47-62, 2017
112017
Automatic recognition of fundamental tissues on histology images of the human cardiovascular system
C Mazo, M Trujillo, E Alegre, L Salazar
Micron 89, 1-8, 2016
102016
An automatic segmentation approach of epithelial cells nuclei
C Mazo, M Trujillo, L Salazar
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2012
92012
Application of Artificial Intelligence Techniques to Predict Risk of Recurrence of Breast Cancer: A Systematic Review
C Mazo, C Aura, A Rahman, WM Gallagher, C Mooney
Personalized Medicine 12 (9), 2022
82022
Tissues classification of the cardiovascular system using texture descriptors
C Mazo, E Alegre, M Trujillo, V González-Castro
Annual Conference on Medical Image Understanding and Analysis, 123-132, 2017
82017
Using an ontology of the human cardiovascular system to improve the classification of histological images
C Mazo, E Alegre, M Trujillo
Scientific Reports 10 (1), 12276, 2020
72020
Automatic classification of coating epithelial tissue
C Mazo, M Trujillo, L Salazar
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2014
72014
Identifying loose connective and muscle tissues on histology images
C Mazo, M Trujillo, L Salazar
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2013
62013
PESPAD: una nueva herramienta para la predicción de la estructura secundaria de la proteína basada en árboles de decisión
CX Mazo, OF Bedoya
Ingeniería y Competitividad 12 (2), 9-22, 2010
62010
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Articles 1–20